In recent days, Soft Computing is attracting several researchers, academicians and Computer Scientists in developing various technical aspects. In particular, There are various research activities by hybridizing Rough Computing and Fuzzy Computing. The objective of this work is to hybridize the concepts of rough sets and fuzzy sets to improve the Decision making strategies in Learning Process of Artificial Neural Networks.